Provable Lipschitz Certification for Generative Models.
Matt JordanAlexandros G. DimakisPublished in: CoRR (2021)
Keyphrases
- generative model
- probabilistic model
- mixture model
- prior knowledge
- em algorithm
- discriminative learning
- object categories
- conditional random fields
- maximum entropy principle
- representational power
- semi supervised
- expectation maximization
- hierarchical hidden markov models
- active learning
- topic models
- learning tasks